G. Chen, D. Zhang, X. Ren, M. Zhang, S. Ju, Y. Wu, Saturation absorbed sodium benzenesulfonate as crystallization modulating additive for dendrite-free Zn anode, Chemical Engineering Journal500, 156868, 2024.
Z. Guo, R. Li, X. He, J. Guo, S. Ju, Harnessing quantum power: Revolutionizing materials design through advanced quantum computation, Materials Genome Engineering Advances 2, e73, 2024.
Y. Shao, S, Wang, L. Huang, S. Ju, X. Fan, W. Li, Adsorption and Diffusion of CH4, N2, and Their Mixture in MIL-101(Cr): A Molecular Simulation Study, Journal of Chemical & Engineering Data69, 4466, 2024.
S. Ma, Y. Rao, X. Huang, S. Ju, High-throughput discovery of metal oxides with high thermoelectric performance via interpretable feature engineering on small data. Materials Today Physics 45, 101457, 2024.
Y. Wu, S. Ju, F. Li, M. Zhang, X. Ren, M. Li, Tailoring crystalline orientation of electrodeposited cobalt by alkynol additives.Electrochimica Acta497, 144593, 2024.
S. Guo, X. Tian, J. Yan, S. Ju, C. Zhao, Performance enhancement mechanisms of calcium-based thermochemical energy storage compounds: insights from first-principles and experimental investigations. Journal of Materials Chemistry A 12, 14129, 2024.
X. Huang, S. Ju, Tutorial: AI-assisted exploration and active design of polymers with high intrinsic thermal conductivity. Journal of Applied Physics135, 171101, 2024.
X. Huang, C. Zhao, H. Wang, S. Ju, AI-assisted inverse design of sequence-ordered high intrinsic thermal conductivity polymers. Materials Today Physics 44, 101438, 2024.
Y. Shao, X. Fan, S. Wang, L. Huang, S. Ju, W. Li, Insights into adsorption and diffusion of CO2, CH4 and their mixture in MIL-101(Cr) via molecular simulation, Chemical Engineering Journal480, 148215, 2024.
T. Liao, C. Zhao, H. Wang, S. Ju, Data-driven design of multilayer hyperbolic metamaterials for near-field thermal radiative modulator with high modulation contrast,International Journal of Heat and Mass Transfer219, 124831, 2024.
Y. Rao, Y. Wu, C. Zhao, S. Ju, Heterogeneous C-C bonding induced anomalous phonon transport in superhard BC2N polymorphs, Acta Materialia262, 119454, 2024.
X. Huang, S. Ma, C. Zhao, H. Wang, S. Ju, Exploring high thermal conductivity polymers via interpretable machine learning with physical descriptors. npj Computational Materials 9, 191, 2023.
H. Uchiyama, T. Liu, T. Ono, J. Fujise, B. Liao, S. Ju, G. Chen, J. Shiomi, Quantifying doping-dependent electron-phonon scattering rates in silicon by inelastic x-ray scattering and first-principles lattice dynamics. Physical Review Materials7, 104601, 2023.
X. Tian, S. Guo, S. Lin, J. Yan, S. Ju, C. Zhao, Exploring synergistic sintering factors and nanopore regeneration of calcium-based thermochemical energy storage materials. Solar Energy Materials and Solar Cells 263, 112593, 2023.
X. Huang, S. Ma, Y. Wu, C. Wan, C. Zhao, H. Wang, S. Ju, High-throughput screening of amorphous polymers with high intrinsic thermal conductivity via automated physical feature engineering. Journal of Materials Chemistry A 11, 20539, 2023.
Y. Rao, C. Zhao, L. Shen, S. Ju, Large variation of electron-phonon coupling and thermal transport in two-dimensional semimetal triphosphides by modulation doping. Physical Review B108, 085413, 2023.
W. Hu, S. Ju, X. Huang, F. Li, M. Li, Y. Wu, Promote Stable Lithium Deposition by Curvature Optimization Using Lithiophilic Ni Nano‐starfish@Al Structured Current Collector. Advanced Sustainable Systems7, 2300229, 2023.
S. Guo, X. Tian, Y. Xu, J. Yan, S. Ju, C. Zhao, Ca/Co-based composites with improved cyclic stability and optical absorption for advanced thermochemical energy storage systems. Chemical Engineering Journal468, 143691, 2023.
W. Liu, L. Qin, C. Zhao, S. Ju, Microscopic mechanism of tunable thermal conductivity in carbon nanotube-geopolymer nanocomposites. The Journal of Physical Chemistry B127, 2267, 2023.
Y. Yang, X. Huang, W. Hu, Y. Rao, Y. Wu, S. Ju, Electrodeposited 3D lithiophilic Ni microvia host for long cycling Li metal anode at high current density, Electrochimica Acta441, 141797, 2023.
X. Miao, C. Wang, T. Liao, S. Ju, J. Zha, W. Wang, J. Liu, Y. Zhang, Q. Ren, F. Xu, L. Caron, Novel magnetocaloric composites with outstanding thermal conductivity and mechanical properties boosted by continuous Cu network, Acta Materialia242, 118453, 2023.
S. Wang, Q. Jiang, S. Ju, C. Hsu, H. Chen, D. Zhang, F. Song, Identifying the geometric catalytic active sites of crystalline cobalt oxyhydroxides for oxygen evolution reaction, Nature Communications13, 6650, 2022.
Y. Rao, Y. Lu, L. Zhang, S. Ju, N. Yu, A. Zhang, L. Chen, H. Wang, A metadata schema for lattice thermal conductivity from first-principles calculations,Journal of Materials Informatics2, 17, 2022.
X. Huang, S. Ma, H. Wang, S. Lin, C. Zhao, H. Wang, S. Ju, Enhancing thermoelectric properties of isotope graphene nanoribbons via machine learning guided manipulation of disordered antidots and interfaces,International Journal of Heat and Mass Transfer197, 123332, 2022.
Y. Zhou, Y. Rao, L. Zhang, S. Ju, H. Wang, Machine-learning prediction of Vegard's law factor and volume size factor for binary substitutional metallic solid solutions, Acta Materialia237, 118166, 2022.
D. Zhu, J. Guo, G. Yu, C. Zhao, H. Wang, S. Ju,Designing thermal radiation metamaterials via a hybrid adversarial autoencoder and Bayesian optimization, Optics Letters47, 3395, 2022.
J. Guo, S. Ju, Y. Lee, A. Gunay, J. Shiomi, Photonic design for color compatible radiative cooling accelerated by materials informatics, International Journal of Heat and Mass Transfer195, 123193, 2022.
C. Zhao, S. Ju, Y. Xue, T. Ren, Y. Ji, X. Chen, China's energy transitions for carbon neutrality: challenges and opportunities, Carbon Neutrality1, 7, 2022.
Y. Rao, C. Zhao, S. Ju, High thermoelectric performance in metastable phase of silicon: A first-principles study, Applied Physics Letters120, 163901, 2022.
W Hu, Y Rao, P Chen, S. Ju, H Ling, Y Wu, T Momma, M Li, Nano‐Cone Structured Lithiophilic Ni Film on Cu Current Collector Facilitates Li+ Ion Diffusion Toward Uniform Lithium Deposition, Advanced Materials Interfaces9, 2200129, 2022.
L. Wu, J. Zhang, S. Wang, Q. Jiang, R. Feng, S. Ju, W. Zhang, F. Song, Silver decorated hydroxides electrocatalysts for efficient oxygen evolution reaction, Chemical Engineering Journal442, 136168, 2022.
W. Hu, Y. Yao, X. Huang, S. Ju, Z. Chen, M. Li, Y. Wu, CuO Nanofilm-Covered Cu Microcone Coating for a Long Cycle Li Metal Anode by In Situ Formed Li2O, ACS Applied Energy Materials5, 3773, 2022.
P. Torres, S. Wu, S. Ju, C. Liu, T. Tadano, R. Yoshida, J. Shiomi, Descriptors of intrinsic hydrodynamic thermal transport: screening a phonon database in a machine learning approach, Journal of Physics: Condensed Matter34, 135702, 2022.
S. Ju, R. Yoshida, C. Liu, S. Wu, K. Hongo, T. Tadano, J. Shiomi, Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning, Physical Review Materials5, 053801, 2021.
Y. Wu, S. Wang, S. Ju, Z. Zhou, T. Wang, T. Hang, M. Li, Thermal oxidation fabricated copper oxide nanotip arrays with tunable wettability and robust stability: implications for microfluidic devices and oil/water separation, ACS Applied Nano Materials4, 4713, 2021.
C. Shao, K. Matsuda, S. Ju, Y. Ikoma, M. Kohno, J. Shiomi, Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion, Journal of Applied Physics129, 085101, 2021.
C. Zhang, S. Ju, T. Kang, G. Park, B. Lee, H. Miao, Y. Wu, J. Yuan, J. Yu, Self-limiting growth of single-layer N-doped graphene encapsulating nickel nanoparticles for efficient hydrogen production, ACS Applied Materials & Interfaces13, 4294, 2021.
S. Hu, S. Ju, C. Shao, J. Guo, B. Xu, M. Ohnishi, J. Shiomi, Ultimate impedance of coherent heat conduction in van der Waals graphene-MoS2 heterostructures, Materials Today Physics16, 100324, 2021.
S. Ju, S. Shimizu, J. Shiomi, Designing thermal functional materials by coupling thermal transport calculations and machine learning, Journal of Applied Physics128, 161102, 2020.
M. Sasaki, S. Ju, Y. Xu, J. Shiomi, M. Goto, Identifying optimal strain in bismuth telluride thermoelectric film by combinatorial gradient thermal annealing and machine learning, ACS Combinatorial Science22, 782, 2020.
R. Hu, S. Iwamoto, L. Feng, S. Ju, S. Hu, M. Ohnishi, N. Nagai, K. Hirakawa, J. Shiomi, Machine-learning-optimized aperiodic superlattice minimizes coherent phonon heat conduction, Physical Review X10, 021050, 2020.
S. Ju, Y. Miura, K. Yamamoto, K. Masuda, K. Uchida, J. Shiomi, Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl2O4, Physical Review Research2, 023187, 2020.
K. Kitai, J. Guo, S. Ju, S. Tanaka, K. Tsuda, J. Shiomi, R. Tamura, Designing metamaterials with quantum annealing and factorization machines, Physical Review Research2, 013319, 2020.
K. Takahashi, M. Fujikane, Y. Liao, M. Kashiwagi, T. Kawasaki, N. Tambo, S. Ju, Y. Naito, J. Shiomi, Elastic inhomogeneity and anomalous thermal transport in ultrafine Si phononic crystals, Nano Energy71, 104581, 2020.
J. Guo, S. Ju, J. Shiomi, Design of a highly selective radiative cooling structure accelerated by materials informatics, Optics Letters45, 343, 2020.
H. Yamada, C. Liu, S. Wu, Y. Koyama, S. Ju, J. Shiomi, J. Morikawa, R. Yoshida, Predicting materials properties with little data using shotgun transfer learning, ACS Central Science 5, 1717, 2019.
M. Kashiwagi, Y. Liao, S. Ju, A. Miura, S. Konishi, T. Shiga, T. Kodama, J. Shiomi, Scalable multi-nanostructured silicon for room-temperature thermoelectrics, ACS Applied Energy Materials 2, 7083, 2019.
J. Liu, S. Ju, N. Nishiyama, J. Shiomi, Anomalously low thermal conductivity in superhard cubic Si3N4,Physical Review B100, 064303, 2019.
A. Sakurai, K. Yada, T. Simomura, S. Ju, M. Kashiwagi, H. Okada, T. Nagao, K. Tsuda, J. Shiomi, Ultra-narrowband wavelength-selective thermal emission with aperiodic multi-layered metamaterials designed by Bayesian optimization, ACS Central Science5, 319, 2019.
T. M. Dieb, S. Ju, K. Tsuda, J. Shiomi, Monte Carlo tree search for materials design and discovery, MRS Communications9, 532, 2019.
Z. Feng, H. Dong, S. Ju, B. Wen, Y. Zhang, M. Roderick, High bond difference parameters-induced low thermal transmission in carbon allotropes with sp2 and sp3 hybridization, Physical Chemistry Chemical Physics21, 12611, 2019.
S. Ju, T. Shiga, L. Feng, J. Shiomi, Revisiting PbTe to identify how thermal conductivity is really limited, Physical Review B97, 184305, 2018.
M. Yamawaki, M. Ohnishi, S. Ju, J. Shiomi, Multifunctional structural design of graphene thermoelectrics by Bayesian optimization, Science Advances4, eaar4192, 2018.
J. T. Gaskins, G. Kotsonis, A. Giri, S. Ju, A. Rohskopf, Y. Wang, T. Bai, E. Sachet, C. T. Shelton, Z. Liu, Z. Cheng, B. M. Foley, S. Graham, T. Luo, A. Henry, Mark S. Goorsky, J. Shiomi, J. Maria, P. E. Hopkins, Thermal boundary conductance across heteroepitaxial ZnO/GaN interfaces: Assessment of the phonon gas model, Nano Letters18, 7469, 2018.
S. Ju, T. Shiga, L. Feng, Z. Hou, K. Tsuda, J. Shiomi, Designing nanostructures for phonon transport via Bayesian optimization. Physical Review X7, 021024, 2017.
S. Ju, B. Palpant, Y. Chalopin, Adverse effects of polymer coating on heat transport at solid-liquid interface. The Journal of Physical Chemistry C121, 13474, 2017.
L. Feng, T. Shiga, H. Han, S. Ju, Y. A. Kosevich, J. Shiomi, Phonon-interference resonance effects by nanoparticles embedded in a matrix, Physical Review B96, 220301(R), 2017.
T. M. Dieb, S. Ju, K. Yoshizoe, Z. Hou, J. Shiomi and K. Tsuda, MDTS: Automatic Complex Materials Design using Monte Carlo Tree Search. Science and Technology of Advanced Materials18, 498, 2017.
L. Jia, S. Ju, X. Liang, X. Zhang, Tuning phonon transmission and thermal conductance by roughness at rectangular and triangular Si/Ge interface. Materials Research Express3, 095024, 2016.
S. Ju, X. Liang, Detecting the phonon interference effect in Si/Ge nanocomposite by wave packets. Applied Physics Letters106, 203107, 2015.
J. Liu, S. Ju, Y. Ding, R. Yang, Size effect on the thermal conductivity of ultrathin polystyrene films. Applied Physics Letters104, 153110, 2014.
S. Ju, X. Liang, An atomic level investigation of grain-size-dependent thermal conductivity of polycrystalline argon by molecular dynamics. International Journal of Thermophysics35, 32, 2014.
S. Ju, X. Liang, Thermal rectification and phonon scattering in silicon nanofilm with triangle holes. Acta Physica Sinica62, 026101, 2013.
S. Ju, X. Liang, Investigation on interfacial thermal resistance and phonon scattering at twist boundary of silicon. Journal of Applied Physics113, 053513, 2013.
S. Ju, X. Liang, An atomic level study on the out-of-plane thermal conductivity of polycrystalline argon nanofilm. Chinese Science Bulletin57, 294, 2012.
S. Ju, X. Liang, Thermal rectification and phonon scattering in silicon nanofilm with cone cavity. Journal of Applied Physics112, 054312, 2012.
S. Ju, X. Liang, Thermal conductivity of nanocrystalline silicon by direct molecular dynamics simulation. Journal of Applied Physics112, 064305, 2012.
S. Ju, X. Liang, Thermal rectification and phonon scattering in asymmetric silicon nanoribbons. Journal of Applied Physics112, 024307, 2012.
S. Ju, X. Liang, X. Xu, Out-of-plane thermal conductivity of polycrystalline silicon nanofilm by molecular dynamics simulation. Journal of Applied Physics110, 054318, 2011.
S. Ju, X. Liang, Investigation of argon nanocrystalline thermal conductivity by molecular dynamics simulation. Journal of Applied Physics108, 104307, 2010.
S. Ju, X. Liang, S. Wang, Investigation of interfacial thermal resistance of bi-layer nanofilms by nonequilibrium molecular dynamics. Journal of Physics D: Applied Physics43, 085407, 2010.
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